MVNBayesian0.0.8-11 package

Bayesian Analysis Framework for MVN (Mixture) Distribution

Ascending_Num

Renumbering vector by elemental frequency

MatrixAlternative

Interchanging specified rows and columns

MixMVN_BayesianPosteriori

Calculate Bayesian posteriori MVN mixture distribution

MixMVN_GibbsSampler

Gibbs sampler for MVN mixture distribution

MixMVN_MCMC

MCMC simulation for MVN mixture distribution

MVN_BayesianIterator

Parameter estimation using Bayesian iteration

MVN_BayesianPosteriori

Calculate Bayesian posteriori MVN distribution

MVN_FConditional

Calculate full conditional normal ditribution of MVN

MVN_GibbsSampler

Gibbs sampler for MVN distribution

MVN_MCMC

MCMC simulation for MVN distribution

MVNBayesian-package

tools:::Rd_package_title("MVNBayesian")

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Tools of Bayesian analysis framework using the method suggested by Berger (1985) <doi:10.1007/978-1-4757-4286-2> for multivariate normal (MVN) distribution and multivariate normal mixture (MixMVN) distribution: a) calculating Bayesian posteriori of (Mix)MVN distribution; b) generating random vectors of (Mix)MVN distribution; c) Markov chain Monte Carlo (MCMC) for (Mix)MVN distribution.